João Paulo Martins
Data Scientist
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Articles
Predicting Reading Level of Texts - A Kaggle NLP CompetitionIntroduction:
One of the main fields of AI is Natural Language Processing and its applications
in the real world. Here on Amalgam.ai [https://amalgam.ai/] we are building
different models to solve some of the problems around the NLP world, and by
consequence, trying to make the world a better place.
The Competition:
Can machine learning identify the appropriate reading level of a passage of
text, and help inspire learning? Reading is an essential skill for academic
success. When students have a
João Paulo MartinsOctober 15, 2021
Porto Seguro ChallengeIntroduction:
In the modern world the competition for marketing space is fierce, nowadays
every company that wants the slight advantage needs AI to select the best
customers and increase the ROI of marketing campaigns. And of course, our team
at Amalgam.ai is developing solutions to this field.
The Challenge:
In this competition we were challenged to build a model that predicts the
probability of a customer purchasing a product.
The score chosen to measure the quality of the prediction was the
João Paulo MartinsOctober 15, 2021
Chinese Lab Build the World Largest Model and Challenges Google… and the western as a whole.The Beijing Academy of Artificial Intelligence (BAAI), AKA OpenAI of China,
recently launched the latest version of Wudao, a pre-trained deep learning model
that is called “the world largest model ever”. The model has an incredible 1.75,
wait for it…. TRILLION parameters. But how big is it really? Well, the model is
10 times bigger than the OpenAI GPT-3 model which, until now, has the title of
the best model for language generation tasks.
Another feature of Wudao is that the model was built and
João Paulo MartinsJune 08, 2021